SoochowNLP Team System Description for 2016 KBP Slot Filling and Nugget Detection Tasks. - Yu Hong 001; Yingying Qiu; Zengzhuang Xu; Wenxuan Zhou; Jian Tang; Xiaobin Wang; Liang Yao; Jianmin Yao 001 (TAC, 2016)

Unsupervised Slot Filler Refinement via Entity Community Construction. - Zengzhuang Xu; Rui Song; Bowei Zou; Yu Hong 001 (NLPCC, 2017)

Adversarial Feature Adaptation for Cross-lingual Relation Classification. - Bowei Zou; Zengzhuang Xu; Yu Hong 001; Guodong Zhou (COLING, 2018)

Language Adaptation for Entity Relation Classification via Adversarial Neural Networks. - Bowei Zou; Rongtao Huang; Zengzhuang Xu; Yu Hong 001; Guodong Zhou (J. Comput. Sci. Technol., 2021)

FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement. - Bingguang Hao; Maolin Wang 001; Zengzhuang Xu; Cunyin Peng; Yicheng Chen; Xiangyu Zhao 001; Jinjie Gu; Chenyi Zhuang (CoRR, 2025)

Exploring Superior Function Calls via Reinforcement Learning. - Bingguang Hao; Maolin Wang 001; Zengzhuang Xu; Yicheng Chen; Cunyin Peng; Jinjie Gu; Chenyi Zhuang (CoRR, 2025)